An Extendable, Efficient and Effective Transformer-based Object Detector

Github: https://github.com/naver-ai/vidt

Paper: https://arxiv.org/abs/2204.07962v1

Dataset: https://paperswithcode.com/dataset/coco

👉 @bigdata_1

A Partition Filter Network for Joint Entity and Relation Extraction

Github: https://github.com/Coopercoppers/PFN

Paper: https://arxiv.org/abs/2108.12202v2

👉 @bigdata_1

DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings


Code: https://github.com/voidism/diffcse

Paper: https://arxiv.org/abs/2204.10298v1

Dataset: https://paperswithcode.com/dataset/sst

👉 @bigdata_1

Iterative Filter Adaptive Network for Single Image Defocus Deblurring

Github: https://github.com/codeslake/IFAN

Paper: https://arxiv.org/abs/2108.13610v1

👉 @bigdata_1

NAFSSR: Stereo Image Super-Resolution Using NAFNet

Github: https://github.com/megvii-research/NAFNet

Paper: https://arxiv.org/abs/2204.08714v1

Dataset: https://paperswithcode.com/dataset/kitti

Demo: https://colab.research.google.com/drive/1dkO5AyktmBoWwxBwoKFUurIDn0m4qDXT?usp=sharing

👉 @bigdata_1

Anomaly detection using zscore and modified zscore

https://www.kaggle.com/code/jainyk/anomaly-detection-using-zscore-and-modified-zscore/notebook

👉 @bigdata_1

PyGCL: Graph Contrastive Learning for PyTorch

Github: https://github.com/GraphCL/PyGCL

Paper: https://arxiv.org/abs/2109.01116v1

👉 @bigdata_1

Generalising via Meta-Examples for Continual Learning in the Wild

Github: https://github.com/alessiabertugli/FUSION

Article: https://arxiv.org/abs/2101.12081v1

👉 @bigdata_1

SOLD² - Self-supervised Occlusion-aware Line Description and Detection

Github: https://github.com/cvg/SOLD2

Paper: https://arxiv.org/abs/2104.03362

👉 @bigdata_1

MANIQA: Multi-dimension Attention Network for No-Reference Image Quality Assessment

Github: https://github.com/iigroup/maniqa

Paper: https://arxiv.org/abs/2204.08958v1

Dataset: https://paperswithcode.com/dataset/kitti

Demo: https://paperswithcode.com/dataset/pipal-perceptual-iqa-dataset

👉 @bigdata_1

NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-view Stereo

Github: https://github.com/weiyithu/nerfingmvs

Paper: https://arxiv.org/abs/2109.01129v1

Project: https://weiyithu.github.io/NerfingMVS

👉 @bigdata_1

Simulating Fluids in Real-World Still Images

surface-based layered representation(SLR), which decomposes the fluid and the static objects in the scene, to better synthesize the animated videos from a single fluid imagе

Code: https://github.com/generalizable-neural-performer/gnr

Paper: http://arxiv.org/abs/2204.11335

Project: https://simulatingfluids.github.io/

👉 @bigdata_1

Deep Implicit Attention: A Mean-Field Theory Perspective on Attention Mechanisms

https://mcbal.github.io/post/deep-implicit-attention-a-mean-field-theory-perspective-on-attention-mechanisms/

👉 @bigdata_1

Contrastive Representation Learning for Exemplar-Guided Paraphrase Generation

Github: https://github.com/lhryang/crl_egpg

Paper: https://arxiv.org/abs/2109.01484v1

👉 @bigdata_1

TorchSparse: Efficient Point Cloud Inference Engine

Github: https://github.com/mit-han-lab/torchsparse

Paper: https://arxiv.org/abs/2204.10319v1

Dataset: https://paperswithcode.com/dataset/nuscenes

Demo: https://paperswithcode.com/dataset/pipal-perceptual-iqa-dataset

👉 @bigdata_1

Learning Neural Causal Models with Active Interventions

Github: https://github.com/nke001/causal_learning_unknown_interventions

Paper: https://arxiv.org/abs/2109.02429v1

👉 @bigdata_1

Exploring a Fine-Grained Multiscale Method for Cross-Modal Remote Sensing Image Retrieval

Github: https://github.com/xiaoyuan1996/AMFMN

Paper: https://arxiv.org/abs/2204.09868v1

Dataset: https://paperswithcode.com/dataset/kitti

👉 @bigdata_1

Efficient Person Search: An Anchor-Free Approach.

Github: https://github.com/daodaofr/AlignPS

Paper: https://arxiv.org/abs/2109.00211v1

Dataset: https://paperswithcode.com/dataset/cuhk-sysu

👉 @bigdata_1

StyleGAN-Human: A Data-Centric Odyssey of Human Generation

human image dataset with over 230K samples capturing diverse poses and textures

Github: https://github.com/stylegan-human/stylegan-human

Demo video: https://youtu.be/nIrb9hwsdcI

Paper: https://arxiv.org/abs/2204.11823v1

Dataset: https://paperswithcode.com/dataset/market-1501

Colab: https://colab.research.google.com/drive/1sgxoDM55iM07FS54vz9ALg1XckiYA2On

👉 @bigdata_1

CTRL-C: Camera calibration TRansformer with Line-Classification

Github: https://github.com/jwlee-vcl/ctrl-c

Paper: https://arxiv.org/abs/2109.02259v1

Dataset: https://drive.google.com/file/d/1opDR_j-9y4TY82ZscBb-xYAoMkTocAOp/view

👉 @bigdata_1

The pytorch re-implement of the official EfficientDet with SOTA performance in real time

Github: https://github.com/zylo117/Yet-Another-EfficientDet-Pytorch

Paper: https://arxiv.org/abs/2105.12971v1

Tutorials: https://github.com/zylo117/Yet-Another-EfficientDet-Pytorch/blob/master/tutorial

👉 @bigdata_1